Organizations as Executable Specifications
What if an organization could define its work as executable contracts—and let AI act only within boundaries it can verify?
An Ivory Black publication
Est. October 2026
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Technology, organizations,
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Research / Working paper · v0.1
Organizations as Executable Specifications
A Specification-Driven Architecture for Bounded Autonomy in Probabilistic Agentic Systems
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What if an organization could define its work as executable contracts—and let AI act only within boundaries it can verify?
Research in progressTheoretical framework and proposed experimental methodology. Empirical validation remains future work. This working paper has not been peer reviewed.
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